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Record W2007170930 · doi:10.3138/ptc.2013-61

Contact with Young Adults with Disability Led to a Positive Change in Attitudes toward Disability among Physiotherapy Students

2014· article· en· W2007170930 on OpenAlexvenueno aff
Nora Shields, Nicholas F. Taylor

Bibliographic record

VenuePhysiotherapy Canada · 2014
Typearticle
Languageen
FieldSocial Sciences
TopicInclusion and Disability in Education and Sport
Canadian institutionsnot available
FundersLa Trobe University
KeywordsPhysical therapyMedicineScale (ratio)Inclusion (mineral)Psychology

Abstract

fetched live from OpenAlex

PURPOSE: To determine whether contact over 8 weeks with a person with disability benefits physiotherapy students' attitudes toward disability and their development of professional behaviours and skills. METHODS: Sixteen adults with Down syndrome were matched with 16 physiotherapy students (13 women, 3 men; mean age 22.5 [SD 3.0] years) and randomized to either an 8-week, twice-weekly walking programme or an 8-week, once-weekly social activities programme. Students completed the Interaction with Disabled Persons scale, the Community Living Attitudes scale, and the Barriers to Exercise scale and rated their competency in professional behaviours and skills. RESULTS: There were no differences between the groups for any outcome. Across both groups, students showed positive changes in attitudes toward disability, self-ratings of professional behaviours, and confidence in working with people with disability. CONCLUSIONS: After an 8-week programme, physiotherapy students reported being more comfortable with and having more confidence in working with people with disability. These data support the idea that contact with people with disability in community settings has positive benefits for physiotherapy students, regardless of the content of the experience.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.033
Threshold uncertainty score0.917

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.011
GPT teacher head0.343
Teacher spread0.332 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations32
Published2014
Admission routes1
Has abstractyes

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